AI Interface Design · LLM Products · AI Copilots
AI Product UXDesign Consultancy
We help companies design intuitive AI-powered products, LLM interfaces, and AI copilots through research-driven product design.
Trusted by AI startups and enterprise innovation teams
What We Do
AI Product UX Design Services
AI Product UX Design
Design user experiences for AI-powered products including LLM applications, AI copilots, and machine learning systems.
Conversational Interface Design
Design chat-based and voice interfaces that enable natural interaction with AI assistants.
AI Copilot Experience Design
Create embedded AI assistants that help users complete tasks within enterprise and SaaS products.
SaaS AI Product Design
Integrate AI capabilities into SaaS platforms through intuitive workflows and explainable AI interfaces.
UX Research for AI Systems
Conduct research to understand user expectations, trust, and behavior when interacting with AI systems.
AI Strategy & Product Consulting
Shape the direction, scope, and feasibility of AI initiatives — from opportunity identification through roadmap execution.
Industries
Who We Design AI Products For
AI Startups
Design and launch AI-first products powered by LLMs, automation, and machine learning.
SaaS Companies Integrating AI
Embed AI copilots and generative features into existing SaaS platforms.
Enterprise Innovation Teams
Design AI-powered internal tools and productivity systems for large organizations.
Impact Delivered
AI Product Design Case Studies
Transforming Government innovation with journey map ops
LMS by name, social by heart — reimagining learning
Automating fare collection systems inspection
There's more but under lock
Methodology
Our AI Product UX Framework
AI Opportunity Discovery
Identify high-value AI use cases within products.
Human-AI Interaction Design
Design intuitive interactions between users and AI systems.
Prototype & Validation
Test AI behaviors and user understanding.
AI Product Launch
Deliver scalable UX patterns and AI design systems.
Insights on Designing AI Products
How to Design UX for AI Products
Designing for AI requires a different mental model than traditional software. Users need to understand what the AI can do, when to trust it, and how to course-correct when it gets things wrong...
Conversational UX Design for LLM Interfaces
Large language models have unlocked a new interaction paradigm — but conversation alone is not a design strategy. Here is how to structure LLM interfaces that users actually understand...
Designing Trust in AI Systems
Trust is the most fragile element in any AI product. One unexpected output and users disengage. We explore the design patterns that help users build calibrated trust in AI systems...
We provide end-to-end design and strategy services for impactful AI products
We believe that the best AI implementations aren't just about deploying the latest model—they are about the humans at the controls. We exist to bridge the gap between cutting-edge artificial intelligence and human-centric design, transforming abstract technical concepts into intuitive, shippable, and user-centered digital experiences. Our mission is to help organizations and early-stage startups navigate the hype and doom cycle of AI, moving teams from mere "AI tinkering" to true AI fluency.

TL;DR: The Founder and Principal Experience Architect
Senior design leader with over 15 years of experience at industry giants like Google, Kaiser Permanente, and NetApp, Saikat specializes in designing for Large Language Models (LLMs), conversational UIs, and autonomous agents. He excels at rapidly prototyping complex AI feedback loops and creating scalable frameworks that gracefully handle unpredictable AI outputs while maintaining user trust
Why Work With Us
Whether you need to scale an enterprise application or bring a new AI startup vision to life, we possess the technical fluency and artistic insight to make it happen. If you are ready to build an AI strategy that puts your people first and turns buzzword promises into usable tools, let's make it great together
FAQ